The silence in the room was deafening. He had found his wife’s, Sophia’s, savings account records, and the realization was a heavy burden. Now, George felt as though he were walking on eggshells. He felt a constant ache.

He retreated to the garage, pretending to work on his car. He scrubbed at the engine, his movements harsh and jerky. He hated lying to Sophia, but he knew he couldn’t face her just yet.

He slammed the hood shut, the sound echoing in the stillness of the neighborhood. The sun was setting, casting long, dark shadows, mirroring the uncertainty that now clouded his thoughts.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264